Gies College of Business at UIUC

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Glaciohound 

authored 8 papers 10 days ago

Tool Learning with Foundation Models

Paper • 2304.08354 • Published Apr 17, 2023 • 3

RCOT: Detecting and Rectifying Factual Inconsistency in Reasoning by Reversing Chain-of-Thought

Paper • 2305.11499 • Published May 19, 2023

CREATOR: Disentangling Abstract and Concrete Reasonings of Large Language Models through Tool Creation

Paper • 2305.14318 • Published May 23, 2023

Large Language Models on Graphs: A Comprehensive Survey

Paper • 2312.02783 • Published Dec 5, 2023 • 2

LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning

Paper • 2403.17919 • Published Mar 26, 2024 • 16

Eliminating Position Bias of Language Models: A Mechanistic Approach

Paper • 2407.01100 • Published Jul 1, 2024 • 8

Word Embeddings Are Steers for Language Models

Paper • 2305.12798 • Published May 22, 2023

MentalArena: Self-play Training of Language Models for Diagnosis and Treatment of Mental Health Disorders

Paper • 2410.06845 • Published Oct 9, 2024 • 5

gaokaiz2 

authored a paper 28 days ago

LongRoPE2: Near-Lossless LLM Context Window Scaling

Paper • 2502.20082 • Published 29 days ago • 36

lingming 

authored a paper 30 days ago

SWE-RL: Advancing LLM Reasoning via Reinforcement Learning on Open Software Evolution

Paper • 2502.18449 • Published about 1 month ago • 71

wzq016 

authored a paper 9 months ago

Eliminating Position Bias of Language Models: A Mechanistic Approach

Paper • 2407.01100 • Published Jul 1, 2024 • 8

lingming 

authored a paper 9 months ago

Agentless: Demystifying LLM-based Software Engineering Agents

Paper • 2407.01489 • Published Jul 1, 2024 • 62

wzq016 

authored 4 papers 10 months ago

FALCON: Fast Visual Concept Learning by Integrating Images, Linguistic descriptions, and Conceptual Relations

Paper • 2203.16639 • Published Mar 30, 2022

Augmentation with Projection: Towards an Effective and Efficient Data Augmentation Paradigm for Distillation

Paper • 2210.11768 • Published Oct 21, 2022 • 1

Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for RLHF under KL-Constraint

Paper • 2312.11456 • Published Dec 18, 2023 • 1

Weak-to-Strong Extrapolation Expedites Alignment

Paper • 2404.16792 • Published Apr 25, 2024 • 11

alphapav 

authored 2 papers 12 months ago

Differentially Private Synthetic Data via Foundation Model APIs 2: Text

Paper • 2403.01749 • Published Mar 4, 2024

Effective and Efficient Federated Tree Learning on Hybrid Data

Paper • 2310.11865 • Published Oct 18, 2023

alphapav 

authored a paper about 1 year ago

Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression

Paper • 2403.15447 • Published Mar 18, 2024 • 16

lingming 

authored a paper about 1 year ago

StarCoder 2 and The Stack v2: The Next Generation

Paper • 2402.19173 • Published Feb 29, 2024 • 138